Triple
T5631078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mace Group |
E147831
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object | Dubai Expo 2020 projects |
E17992
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Dubai Expo 2020 projects | Statement: [Mace Group, notableProject, Dubai Expo 2020 projects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dubai Expo 2020 projects Context triple: [Mace Group, notableProject, Dubai Expo 2020 projects]
-
A.
Dubai Millennium project
The Dubai Millennium project was a visionary urban development initiative in Dubai aimed at showcasing the emirate’s rapid modernization and ambitious architectural growth at the turn of the millennium.
-
B.
Expo City Dubai
Expo City Dubai is a sustainable, mixed-use urban district in Dubai that evolved from the Expo 2020 site into a permanent hub for innovation, business, and culture.
-
C.
Abu Dhabi waterfront development
Abu Dhabi waterfront development is a major coastal urban regeneration and leisure district in Abu Dhabi featuring promenades, beaches, parks, and mixed-use developments along the city’s shoreline.
-
D.
Expo 2020
chosen
Expo 2020 was a World Expo held in Dubai that showcased global innovation, culture, and sustainability through international pavilions and events.
-
E.
Dubai 2040 Urban Master Plan
The Dubai 2040 Urban Master Plan is a long-term strategic blueprint guiding Dubai’s sustainable urban growth, land use, and infrastructure development through the year 2040.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c00907bc8881909ed760d3ed73ef35 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0225cdcdc819095034f12c39ef755 |
completed | March 22, 2026, 5:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d69128881909870e8901f967e80 |
completed | March 22, 2026, 8:13 p.m. |
Created at: March 22, 2026, 3:40 p.m.